1. Cargar Data¶
Importando Modelos
In [ ]:
import numpy as np
from tqdm import tqdm
import matplotlib.pyplot as plt
from keras.datasets import mnist
from keras.optimizers import Adam
from keras.models import Sequential, Model
from keras.layers import Dense, Dropout, Flatten, LeakyReLU, Reshape, Input
Preparando la data
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(X_train, y_train), (X_test, y_test) = mnist.load_data()
X = np.vstack((X_train, X_test))
X = X.astype('float32')
# Normalizamos los datos
X = (X - 127.5) / 127.5
Visualizamos la data
In [ ]:
# Imprimimos la forma de los datos
fig = plt.figure()
for i in range(10):
plt.subplot(2, 5, i+1)
x_y = X_train[y_train == i]
plt.imshow(x_y[0], cmap='gray', interpolation='none')
plt.title("Class %d" % (i))
plt.xticks([])
plt.yticks([])
plt.tight_layout()
In [ ]:
# Definimos la arquitectura del discriminador
discriminator_input = Input(shape=(28, 28, 1))
x = Flatten()(discriminator_input)
x = Dropout(0.4)(x)
x = Dense(1024, activation=LeakyReLU(alpha=0.2))(x)
x = Dropout(0.4)(x)
x = Dense(512, activation=LeakyReLU(alpha=0.2))(x)
x = Dropout(0.4)(x)
x = Dense(512, activation=LeakyReLU(alpha=0.2))(x)
discriminator_output = Dense(1, activation='sigmoid')(x)
Visualizamos el modelo del discriminador
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discriminator_model = Model(discriminator_input, discriminator_output)
discriminator_model.compile(optimizer=Adam(learning_rate=0.0002, beta_1=0.5), loss='binary_crossentropy')
discriminator_model.summary()
Model: "model_3"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
input_4 (InputLayer) [(None, 28, 28, 1)] 0
flatten_1 (Flatten) (None, 784) 0
dropout_3 (Dropout) (None, 784) 0
dense_8 (Dense) (None, 1024) 803840
dropout_4 (Dropout) (None, 1024) 0
dense_9 (Dense) (None, 512) 524800
dropout_5 (Dropout) (None, 512) 0
dense_10 (Dense) (None, 512) 262656
dense_11 (Dense) (None, 1) 513
=================================================================
Total params: 1591809 (6.07 MB)
Trainable params: 1591809 (6.07 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________
Generator¶
In [ ]:
# Definimos la arquitectura del generador
generator_input = Input(shape=(100,))
x = Dense(256, activation=LeakyReLU(alpha=0.2))(generator_input)
x = Dense(512, activation=LeakyReLU(alpha=0.2))(x)
x = Dense(1024, activation=LeakyReLU(alpha=0.2))(x)
x = Dense(784, activation='tanh')(x)
generator_output = Reshape((28, 28, 1))(x)
Visualizamos el modelo del generador
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generator_model = Model(generator_input, generator_output)
generator_model.summary()
Model: "model_4"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
input_5 (InputLayer) [(None, 100)] 0
dense_12 (Dense) (None, 256) 25856
dense_13 (Dense) (None, 512) 131584
dense_14 (Dense) (None, 1024) 525312
dense_15 (Dense) (None, 784) 803600
reshape_1 (Reshape) (None, 28, 28, 1) 0
=================================================================
Total params: 1486352 (5.67 MB)
Trainable params: 1486352 (5.67 MB)
Non-trainable params: 0 (0.00 Byte)
_________________________________________________________________
3. Combinacion de modelos¶
Compilacion del modelo
In [ ]:
# Definimos la arquitectura del GAN
discriminator_model.trainable = False
gan_input = Input(shape=(100,))
gan_output = discriminator_model(generator_model(gan_input))
Visualizamos el modelo
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gan_model = Model(gan_input, gan_output)
gan_model.compile(optimizer=Adam(learning_rate=0.0002, beta_1=0.5), loss='binary_crossentropy')
gan_model.summary()
Model: "model_5"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
input_6 (InputLayer) [(None, 100)] 0
model_4 (Functional) (None, 28, 28, 1) 1486352
model_3 (Functional) (None, 1) 1591809
=================================================================
Total params: 3078161 (11.74 MB)
Trainable params: 1486352 (5.67 MB)
Non-trainable params: 1591809 (6.07 MB)
_________________________________________________________________
Predicciones¶
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generated_image = generator_model.predict(np.random.randn(1, 100))
plt.imshow(generated_image.reshape(28, 28), cmap='gray')
1/1 [==============================] - 0s 82ms/step
Out[ ]:
<matplotlib.image.AxesImage at 0x79b97014cfa0>
In [ ]:
selected_image = X[4].reshape(1, 28, 28, 1)
plt.imshow(selected_image.reshape(28, 28), cmap='gray')
discriminator_prediction_real = discriminator_model.predict(selected_image)
plt.xlabel(discriminator_prediction_real[0, 0])
1/1 [==============================] - 0s 69ms/step
Out[ ]:
Text(0.5, 0, '0.52577084')
4. Entrenamiento¶
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# Definimos los hiperparámetros
epochs = 100
batch_size = 256
half_batch = batch_size // 2
n = 100
losses = []
# Loop para cada época
for i in range(epochs):
print('Epochs: ', i)
# Loop para cada batch
for j in tqdm(range(len(X) // batch_size)):
xreal, yreal = X[np.random.randint(0, len(X), half_batch)].reshape(half_batch, 28, 28, 1), np.ones((half_batch, 1))
xfake, yfake = generator_model.predict(np.random.randn(half_batch, n)), np.zeros((half_batch, 1))
xfinal, yfinal = np.vstack((xreal, xfake)), np.vstack((yreal, yfake))
# Perdidas
d_loss = discriminator_model.train_on_batch(xfinal, yfinal)
g_loss = gan_model.train_on_batch(np.random.randn(batch_size, n), np.ones((batch_size, 1)))
losses.append((d_loss, g_loss))
# graficamos las imágenes generadas
fig, ax = plt.subplots(5, 5, figsize=(10, 10))
print("Perdidas: ", d_loss, ",", g_loss)
for k in range(5):
for l in range(5):
generated_image = generator_model.predict(np.random.randn(1, n))
ax[k, l].imshow(generated_image.reshape(28, 28), cmap='gray')
ax[k, l].axis('off')
plt.show()
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100%|██████████| 273/273 [01:17<00:00, 3.54it/s]
Perdidas: 0.3354100286960602 , 1.7327995300292969 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 21ms/step 1/1 [==============================] - 0s 22ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 22ms/step 1/1 [==============================] - 0s 23ms/step 1/1 [==============================] - 0s 22ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 25ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 23ms/step 1/1 [==============================] - 0s 19ms/step
Epochs: 1
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4/4 [==============================] - 0s 7ms/step
100%|██████████| 273/273 [01:15<00:00, 3.62it/s]
Perdidas: 0.3664974570274353 , 1.8572382926940918 1/1 [==============================] - 0s 21ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 25ms/step 1/1 [==============================] - 0s 23ms/step 1/1 [==============================] - 0s 18ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 21ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 23ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 24ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 22ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 20ms/step
Epochs: 2
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Perdidas: 0.4445071816444397 , 1.6449053287506104 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 25ms/step 1/1 [==============================] - 0s 25ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 26ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 25ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 26ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 25ms/step 1/1 [==============================] - 0s 26ms/step 1/1 [==============================] - 0s 22ms/step 1/1 [==============================] - 0s 22ms/step 1/1 [==============================] - 0s 22ms/step 1/1 [==============================] - 0s 22ms/step 1/1 [==============================] - 0s 23ms/step 1/1 [==============================] - 0s 22ms/step 1/1 [==============================] - 0s 21ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 23ms/step 1/1 [==============================] - 0s 22ms/step
Epochs: 3
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4/4 [==============================] - 0s 11ms/step
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4/4 [==============================] - 0s 9ms/step
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4/4 [==============================] - 0s 7ms/step
100%|██████████| 273/273 [01:16<00:00, 3.56it/s]
Perdidas: 0.5567988157272339 , 2.3611512184143066 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 21ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 21ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 21ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 21ms/step 1/1 [==============================] - 0s 21ms/step 1/1 [==============================] - 0s 21ms/step 1/1 [==============================] - 0s 25ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 22ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 24ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 21ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 28ms/step
Epochs: 4
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Perdidas: 0.4028307795524597 , 1.862121820449829 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 37ms/step
Epochs: 5
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4/4 [==============================] - 0s 9ms/step
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4/4 [==============================] - 0s 7ms/step
100%|██████████| 273/273 [01:18<00:00, 3.47it/s]
Perdidas: 0.3124823570251465 , 1.9758888483047485 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 26ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 26ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 24ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 23ms/step 1/1 [==============================] - 0s 23ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 21ms/step
Epochs: 6
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Perdidas: 0.351563036441803 , 1.788456916809082 1/1 [==============================] - 0s 21ms/step 1/1 [==============================] - 0s 26ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 25ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 21ms/step 1/1 [==============================] - 0s 25ms/step 1/1 [==============================] - 0s 25ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 24ms/step 1/1 [==============================] - 0s 25ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 25ms/step 1/1 [==============================] - 0s 26ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 26ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 24ms/step 1/1 [==============================] - 0s 26ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step
Epochs: 7
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4/4 [==============================] - 0s 6ms/step
100%|██████████| 273/273 [01:23<00:00, 3.28it/s]
Perdidas: 0.47320300340652466 , 1.853400707244873 1/1 [==============================] - 0s 23ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 23ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 25ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step
Epochs: 8
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100%|██████████| 273/273 [01:22<00:00, 3.29it/s]
Perdidas: 0.4301619827747345 , 1.6595427989959717 1/1 [==============================] - 0s 26ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 51ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 52ms/step 1/1 [==============================] - 0s 52ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 54ms/step 1/1 [==============================] - 0s 51ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 53ms/step 1/1 [==============================] - 0s 56ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 65ms/step 1/1 [==============================] - 0s 37ms/step
Epochs: 9
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100%|██████████| 273/273 [01:24<00:00, 3.22it/s]
Perdidas: 0.4826612174510956 , 1.282239556312561 1/1 [==============================] - 0s 21ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 32ms/step
Epochs: 10
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100%|██████████| 273/273 [01:28<00:00, 3.10it/s]
Perdidas: 0.42881011962890625 , 1.3064279556274414 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 32ms/step
Epochs: 11
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100%|██████████| 273/273 [01:28<00:00, 3.08it/s]
Perdidas: 0.5467230081558228 , 1.2336184978485107 1/1 [==============================] - 0s 24ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step
Epochs: 12
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4/4 [==============================] - 0s 11ms/step
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4/4 [==============================] - 0s 7ms/step
100%|██████████| 273/273 [01:30<00:00, 3.01it/s]
Perdidas: 0.5469858646392822 , 1.0614211559295654 1/1 [==============================] - 0s 20ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 37ms/step
Epochs: 13
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100%|██████████| 273/273 [01:32<00:00, 2.95it/s]
Perdidas: 0.5961805582046509 , 1.0417540073394775 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step
Epochs: 14
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4/4 [==============================] - 0s 10ms/step
100%|██████████| 273/273 [01:33<00:00, 2.92it/s]
Perdidas: 0.6136126518249512 , 1.0192203521728516 1/1 [==============================] - 0s 25ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 31ms/step
Epochs: 15
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100%|██████████| 273/273 [01:35<00:00, 2.85it/s]
Perdidas: 0.5669875144958496 , 0.936556875705719 1/1 [==============================] - 0s 21ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 38ms/step
Epochs: 16
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4/4 [==============================] - 0s 9ms/step
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 8ms/step
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 8ms/step
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4/4 [==============================] - 0s 10ms/step
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4/4 [==============================] - 0s 12ms/step
100%|██████████| 273/273 [01:38<00:00, 2.76it/s]
Perdidas: 0.5801589488983154 , 1.0517982244491577 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 52ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step
Epochs: 17
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100%|██████████| 273/273 [01:39<00:00, 2.75it/s]
Perdidas: 0.6427847146987915 , 1.0105624198913574 1/1 [==============================] - 0s 25ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step
Epochs: 18
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4/4 [==============================] - 0s 11ms/step
100%|██████████| 273/273 [01:42<00:00, 2.68it/s]
Perdidas: 0.6133383512496948 , 0.9603357911109924 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 78ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 30ms/step
Epochs: 19
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100%|██████████| 273/273 [01:42<00:00, 2.67it/s]
Perdidas: 0.660962700843811 , 0.9104357957839966 1/1 [==============================] - 0s 24ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 33ms/step
Epochs: 20
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100%|██████████| 273/273 [01:44<00:00, 2.60it/s]
Perdidas: 0.6706527471542358 , 0.8893698453903198 1/1 [==============================] - 0s 19ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 30ms/step
Epochs: 21
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Perdidas: 0.6228283643722534 , 0.8662257194519043 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 59ms/step 1/1 [==============================] - 0s 65ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 65ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 63ms/step 1/1 [==============================] - 0s 64ms/step 1/1 [==============================] - 0s 60ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 29ms/step
Epochs: 22
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100%|██████████| 273/273 [01:47<00:00, 2.55it/s]
Perdidas: 0.651795506477356 , 0.9327718019485474 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 50ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 51ms/step 1/1 [==============================] - 0s 57ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 74ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 69ms/step 1/1 [==============================] - 0s 54ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 50ms/step
Epochs: 23
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Perdidas: 0.6336049437522888 , 0.9685791730880737 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 67ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 63ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 63ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 55ms/step 1/1 [==============================] - 0s 36ms/step
Epochs: 24
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100%|██████████| 273/273 [01:49<00:00, 2.48it/s]
Perdidas: 0.6449666023254395 , 0.8347609639167786 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 65ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 72ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 68ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 39ms/step
Epochs: 25
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4/4 [==============================] - 0s 13ms/step
100%|██████████| 273/273 [01:51<00:00, 2.45it/s]
Perdidas: 0.6045774221420288 , 0.918665885925293 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 59ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 53ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step
Epochs: 26
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100%|██████████| 273/273 [01:52<00:00, 2.43it/s]
Perdidas: 0.6887193918228149 , 0.9248967170715332 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 36ms/step
Epochs: 27
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4/4 [==============================] - 0s 13ms/step
100%|██████████| 273/273 [01:52<00:00, 2.42it/s]
Perdidas: 0.6624033451080322 , 0.913113534450531 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step
Epochs: 28
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100%|██████████| 273/273 [01:52<00:00, 2.42it/s]
Perdidas: 0.6656054258346558 , 0.8396964073181152 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 30ms/step
Epochs: 29
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4/4 [==============================] - 0s 8ms/step
100%|██████████| 273/273 [01:52<00:00, 2.43it/s]
Perdidas: 0.6694562435150146 , 0.8228856921195984 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step
Epochs: 30
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100%|██████████| 273/273 [01:52<00:00, 2.42it/s]
Perdidas: 0.6619589924812317 , 0.834999680519104 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step
Epochs: 31
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4/4 [==============================] - 0s 6ms/step
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4/4 [==============================] - 0s 8ms/step
100%|██████████| 273/273 [01:51<00:00, 2.44it/s]
Perdidas: 0.7091938257217407 , 0.834898054599762 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step
Epochs: 32
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100%|██████████| 273/273 [01:53<00:00, 2.41it/s]
Perdidas: 0.6397872567176819 , 0.7742644548416138 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 54ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 41ms/step
Epochs: 33
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4/4 [==============================] - 0s 12ms/step
100%|██████████| 273/273 [01:53<00:00, 2.40it/s]
Perdidas: 0.6403658390045166 , 0.8407398462295532 1/1 [==============================] - 0s 53ms/step 1/1 [==============================] - 0s 67ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 53ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 55ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 81ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 54ms/step 1/1 [==============================] - 0s 91ms/step 1/1 [==============================] - 0s 56ms/step 1/1 [==============================] - 0s 52ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 32ms/step
Epochs: 34
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100%|██████████| 273/273 [01:54<00:00, 2.39it/s]
Perdidas: 0.6589633226394653 , 0.8000665903091431 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 35ms/step
Epochs: 35
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 7ms/step
100%|██████████| 273/273 [01:54<00:00, 2.38it/s]
Perdidas: 0.6584299802780151 , 0.8340944051742554 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step
Epochs: 36
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Perdidas: 0.6633089780807495 , 0.7840836048126221 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step
Epochs: 37
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4/4 [==============================] - 0s 11ms/step
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4/4 [==============================] - 0s 8ms/step
100%|██████████| 273/273 [01:53<00:00, 2.41it/s]
Perdidas: 0.6847660541534424 , 0.7733235955238342 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 51ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step
Epochs: 38
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Perdidas: 0.6485525369644165 , 0.8034522533416748 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step
Epochs: 39
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4/4 [==============================] - 0s 8ms/step
100%|██████████| 273/273 [01:53<00:00, 2.41it/s]
Perdidas: 0.6628403663635254 , 0.7840388417243958 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 57ms/step 1/1 [==============================] - 0s 74ms/step 1/1 [==============================] - 0s 72ms/step 1/1 [==============================] - 0s 62ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 72ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 66ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 66ms/step 1/1 [==============================] - 0s 60ms/step 1/1 [==============================] - 0s 67ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 69ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 50ms/step 1/1 [==============================] - 0s 51ms/step 1/1 [==============================] - 0s 46ms/step
Epochs: 40
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100%|██████████| 273/273 [01:55<00:00, 2.37it/s]
Perdidas: 0.6578311920166016 , 0.7510017156600952 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step
Epochs: 41
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100%|██████████| 273/273 [01:53<00:00, 2.40it/s]
Perdidas: 0.6772732734680176 , 0.7555912733078003 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step
Epochs: 42
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4/4 [==============================] - 0s 9ms/step
100%|██████████| 273/273 [01:53<00:00, 2.41it/s]
Perdidas: 0.680692195892334 , 0.8287519812583923 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 41ms/step
Epochs: 43
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100%|██████████| 273/273 [01:54<00:00, 2.38it/s]
Perdidas: 0.6812358498573303 , 0.7606872320175171 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 50ms/step 1/1 [==============================] - 0s 60ms/step
Epochs: 44
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 7ms/step
100%|██████████| 273/273 [01:54<00:00, 2.39it/s]
Perdidas: 0.6549345254898071 , 0.7402302026748657 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 60ms/step 1/1 [==============================] - 0s 64ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 61ms/step 1/1 [==============================] - 0s 67ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 62ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 66ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 34ms/step
Epochs: 45
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100%|██████████| 273/273 [01:52<00:00, 2.44it/s]
Perdidas: 0.6927866339683533 , 0.7827301025390625 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 52ms/step 1/1 [==============================] - 0s 60ms/step 1/1 [==============================] - 0s 68ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 50ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 65ms/step 1/1 [==============================] - 0s 65ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 50ms/step 1/1 [==============================] - 0s 54ms/step
Epochs: 46
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4/4 [==============================] - 0s 8ms/step
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 7ms/step
97%|█████████▋| 265/273 [01:48<00:02, 2.68it/s]
4/4 [==============================] - 0s 11ms/step
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 7ms/step
98%|█████████▊| 268/273 [01:50<00:02, 2.49it/s]
4/4 [==============================] - 0s 7ms/step
99%|█████████▊| 269/273 [01:50<00:01, 2.44it/s]
4/4 [==============================] - 0s 11ms/step
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4/4 [==============================] - 0s 8ms/step
99%|█████████▉| 271/273 [01:51<00:00, 2.29it/s]
4/4 [==============================] - 0s 12ms/step
100%|█████████▉| 272/273 [01:52<00:00, 2.21it/s]
4/4 [==============================] - 0s 11ms/step
100%|██████████| 273/273 [01:52<00:00, 2.43it/s]
Perdidas: 0.703091025352478 , 0.7657614946365356 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 60ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 69ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step
Epochs: 47
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100%|██████████| 273/273 [01:53<00:00, 2.40it/s]
Perdidas: 0.6875185966491699 , 0.7524971961975098 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 59ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 31ms/step
Epochs: 48
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 17ms/step
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4/4 [==============================] - 0s 11ms/step
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4/4 [==============================] - 0s 8ms/step
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 8ms/step
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4/4 [==============================] - 0s 8ms/step
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4/4 [==============================] - 0s 10ms/step
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4/4 [==============================] - 0s 7ms/step
100%|██████████| 273/273 [01:55<00:00, 2.37it/s]
Perdidas: 0.664434552192688 , 0.7620939016342163 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 42ms/step
Epochs: 49
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100%|██████████| 273/273 [01:54<00:00, 2.39it/s]
Perdidas: 0.6870556473731995 , 0.7547661662101746 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 56ms/step
Epochs: 50
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100%|██████████| 273/273 [01:52<00:00, 2.42it/s]
Perdidas: 0.7026498317718506 , 0.7569817304611206 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 50ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 56ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 58ms/step 1/1 [==============================] - 0s 73ms/step 1/1 [==============================] - 0s 81ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 52ms/step 1/1 [==============================] - 0s 50ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 65ms/step
Epochs: 51
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Perdidas: 0.674627423286438 , 0.757344663143158 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step
Epochs: 52
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4/4 [==============================] - 0s 15ms/step
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4/4 [==============================] - 0s 11ms/step
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4/4 [==============================] - 0s 6ms/step
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4/4 [==============================] - 0s 7ms/step
100%|██████████| 273/273 [01:55<00:00, 2.37it/s]
Perdidas: 0.6800801753997803 , 0.7690778970718384 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 72ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step
Epochs: 53
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Perdidas: 0.6558715105056763 , 0.7438693046569824 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 51ms/step
Epochs: 54
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4/4 [==============================] - 0s 8ms/step
100%|██████████| 273/273 [01:53<00:00, 2.41it/s]
Perdidas: 0.7122135162353516 , 0.7500230073928833 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 57ms/step
Epochs: 55
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4/4 [==============================] - 0s 10ms/step
100%|██████████| 273/273 [01:54<00:00, 2.39it/s]
Perdidas: 0.6743937730789185 , 0.7534208297729492 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step
Epochs: 56
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100%|██████████| 273/273 [01:54<00:00, 2.39it/s]
Perdidas: 0.6882781386375427 , 0.7453750371932983 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 51ms/step 1/1 [==============================] - 0s 67ms/step 1/1 [==============================] - 0s 58ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 51ms/step 1/1 [==============================] - 0s 64ms/step 1/1 [==============================] - 0s 52ms/step 1/1 [==============================] - 0s 64ms/step 1/1 [==============================] - 0s 68ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 42ms/step
Epochs: 57
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4/4 [==============================] - 0s 12ms/step
100%|██████████| 273/273 [01:55<00:00, 2.36it/s]
Perdidas: 0.6778613328933716 , 0.7515347003936768 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 34ms/step
Epochs: 58
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100%|██████████| 273/273 [01:53<00:00, 2.40it/s]
Perdidas: 0.6886171698570251 , 0.7473419904708862 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 53ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step
Epochs: 59
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4/4 [==============================] - 0s 8ms/step
100%|██████████| 273/273 [01:53<00:00, 2.40it/s]
Perdidas: 0.6839523911476135 , 0.7257172465324402 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 76ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 58ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step
Epochs: 60
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100%|██████████| 273/273 [01:53<00:00, 2.41it/s]
Perdidas: 0.6797580718994141 , 0.7390657067298889 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step
Epochs: 61
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 7ms/step
100%|██████████| 273/273 [01:54<00:00, 2.39it/s]
Perdidas: 0.6875436305999756 , 0.7742114663124084 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 63ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 60ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 76ms/step 1/1 [==============================] - 0s 56ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 63ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 40ms/step
Epochs: 62
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Perdidas: 0.6953504681587219 , 0.7382221221923828 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 62ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 70ms/step 1/1 [==============================] - 0s 54ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 50ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 50ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 27ms/step
Epochs: 63
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4/4 [==============================] - 0s 11ms/step
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4/4 [==============================] - 0s 11ms/step
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4/4 [==============================] - 0s 11ms/step
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 8ms/step
100%|██████████| 273/273 [01:55<00:00, 2.37it/s]
Perdidas: 0.6664344072341919 , 0.7264938354492188 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 35ms/step
Epochs: 64
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Perdidas: 0.6811739206314087 , 0.7180229425430298 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 52ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 55ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 52ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 36ms/step
Epochs: 65
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4/4 [==============================] - 0s 7ms/step
100%|██████████| 273/273 [01:54<00:00, 2.39it/s]
Perdidas: 0.6996920704841614 , 0.7372956871986389 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 33ms/step
Epochs: 66
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Perdidas: 0.679680585861206 , 0.7153763175010681 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 62ms/step 1/1 [==============================] - 0s 62ms/step 1/1 [==============================] - 0s 54ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 56ms/step 1/1 [==============================] - 0s 61ms/step 1/1 [==============================] - 0s 68ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 67ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 36ms/step
Epochs: 67
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4/4 [==============================] - 0s 12ms/step
100%|██████████| 273/273 [01:52<00:00, 2.43it/s]
Perdidas: 0.6924874782562256 , 0.7525824904441833 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 78ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 79ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 58ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 51ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 33ms/step
Epochs: 68
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Perdidas: 0.6979838013648987 , 0.7379460334777832 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step
Epochs: 69
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4/4 [==============================] - 0s 8ms/step
100%|██████████| 273/273 [01:54<00:00, 2.38it/s]
Perdidas: 0.6750705242156982 , 0.7319440841674805 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 29ms/step
Epochs: 70
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100%|██████████| 273/273 [01:53<00:00, 2.40it/s]
Perdidas: 0.684939444065094 , 0.7254037261009216 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 72ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 53ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 59ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 32ms/step
Epochs: 71
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100%|██████████| 273/273 [01:55<00:00, 2.37it/s]
Perdidas: 0.7022773027420044 , 0.7476338148117065 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 57ms/step 1/1 [==============================] - 0s 71ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 52ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 66ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 30ms/step
Epochs: 72
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 11ms/step
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4/4 [==============================] - 0s 10ms/step
100%|██████████| 273/273 [01:55<00:00, 2.35it/s]
Perdidas: 0.6736419200897217 , 0.7571743726730347 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 56ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step
Epochs: 73
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100%|██████████| 273/273 [01:55<00:00, 2.37it/s]
Perdidas: 0.6757943630218506 , 0.7396778464317322 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 32ms/step
Epochs: 74
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 6ms/step
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4/4 [==============================] - 0s 6ms/step
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4/4 [==============================] - 0s 6ms/step
100%|██████████| 273/273 [01:53<00:00, 2.40it/s]
Perdidas: 0.6854228377342224 , 0.7101047039031982 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 62ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 28ms/step
Epochs: 75
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100%|██████████| 273/273 [01:53<00:00, 2.40it/s]
Perdidas: 0.6979900002479553 , 0.7226275205612183 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 59ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 61ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step
Epochs: 76
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 6ms/step
100%|██████████| 273/273 [01:51<00:00, 2.44it/s]
Perdidas: 0.6906800270080566 , 0.7451965808868408 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 53ms/step 1/1 [==============================] - 0s 53ms/step 1/1 [==============================] - 0s 77ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 76ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 50ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 67ms/step
Epochs: 77
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Perdidas: 0.6868773698806763 , 0.7383025884628296 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 62ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 59ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 64ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 64ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 63ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 59ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 58ms/step
Epochs: 78
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4/4 [==============================] - 0s 12ms/step
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4/4 [==============================] - 0s 13ms/step
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 7ms/step
100%|██████████| 273/273 [01:54<00:00, 2.37it/s]
Perdidas: 0.6928964853286743 , 0.734686017036438 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 62ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step
Epochs: 79
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Perdidas: 0.6801912784576416 , 0.6926745176315308 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step
Epochs: 80
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4/4 [==============================] - 0s 6ms/step
100%|██████████| 273/273 [01:56<00:00, 2.35it/s]
Perdidas: 0.6733894348144531 , 0.7317531108856201 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 59ms/step 1/1 [==============================] - 0s 62ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 47ms/step
Epochs: 81
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Perdidas: 0.6908838748931885 , 0.7122060656547546 1/1 [==============================] - 0s 67ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 58ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 27ms/step
Epochs: 82
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4/4 [==============================] - 0s 11ms/step
100%|██████████| 273/273 [01:54<00:00, 2.39it/s]
Perdidas: 0.677670955657959 , 0.7351083755493164 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step
Epochs: 83
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Perdidas: 0.686241626739502 , 0.7140781879425049 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 58ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 37ms/step
Epochs: 84
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100%|██████████| 273/273 [01:53<00:00, 2.40it/s]
Perdidas: 0.6866489052772522 , 0.7381747364997864 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 64ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 63ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 41ms/step
Epochs: 85
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4/4 [==============================] - 0s 11ms/step
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4/4 [==============================] - 0s 9ms/step
100%|██████████| 273/273 [01:53<00:00, 2.41it/s]
Perdidas: 0.6895099878311157 , 0.7227437496185303 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 81ms/step 1/1 [==============================] - 0s 54ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 56ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 53ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 27ms/step
Epochs: 86
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100%|██████████| 273/273 [01:54<00:00, 2.39it/s]
Perdidas: 0.6867375373840332 , 0.7219215631484985 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step
Epochs: 87
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4/4 [==============================] - 0s 7ms/step
100%|██████████| 273/273 [01:53<00:00, 2.40it/s]
Perdidas: 0.6870198249816895 , 0.7204920053482056 1/1 [==============================] - 0s 81ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 53ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 57ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 57ms/step 1/1 [==============================] - 0s 65ms/step
Epochs: 88
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100%|██████████| 273/273 [01:54<00:00, 2.39it/s]
Perdidas: 0.6795884370803833 , 0.7482661008834839 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 36ms/step
Epochs: 89
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4/4 [==============================] - 0s 7ms/step
100%|██████████| 273/273 [01:53<00:00, 2.41it/s]
Perdidas: 0.6783323287963867 , 0.7057739496231079 1/1 [==============================] - 0s 56ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 60ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step
Epochs: 90
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100%|██████████| 273/273 [01:51<00:00, 2.44it/s]
Perdidas: 0.680953860282898 , 0.7248491644859314 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 67ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 31ms/step
Epochs: 91
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 6ms/step
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 6ms/step
100%|██████████| 273/273 [01:53<00:00, 2.41it/s]
Perdidas: 0.6777618527412415 , 0.7234556674957275 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 26ms/step 1/1 [==============================] - 0s 57ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 58ms/step 1/1 [==============================] - 0s 57ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 63ms/step 1/1 [==============================] - 0s 63ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 51ms/step
Epochs: 92
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Perdidas: 0.6778745651245117 , 0.7253483533859253 1/1 [==============================] - 0s 50ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 53ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 41ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 28ms/step
Epochs: 93
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4/4 [==============================] - 0s 12ms/step
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4/4 [==============================] - 0s 13ms/step
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4/4 [==============================] - 0s 11ms/step
100%|██████████| 273/273 [01:52<00:00, 2.42it/s]
Perdidas: 0.698843240737915 , 0.6870203018188477 1/1 [==============================] - 0s 55ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 46ms/step 1/1 [==============================] - 0s 50ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 38ms/step
Epochs: 94
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100%|██████████| 273/273 [01:55<00:00, 2.37it/s]
Perdidas: 0.685781717300415 , 0.7110030055046082 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 26ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 55ms/step
Epochs: 95
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4/4 [==============================] - 0s 6ms/step
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4/4 [==============================] - 0s 6ms/step
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4/4 [==============================] - 0s 7ms/step
100%|██████████| 273/273 [01:54<00:00, 2.38it/s]
Perdidas: 0.6775585412979126 , 0.7328950762748718 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 38ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 58ms/step 1/1 [==============================] - 0s 51ms/step 1/1 [==============================] - 0s 29ms/step
Epochs: 96
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Perdidas: 0.7098352909088135 , 0.727524995803833 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 45ms/step 1/1 [==============================] - 0s 62ms/step 1/1 [==============================] - 0s 51ms/step 1/1 [==============================] - 0s 80ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 42ms/step 1/1 [==============================] - 0s 69ms/step 1/1 [==============================] - 0s 55ms/step 1/1 [==============================] - 0s 68ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 52ms/step 1/1 [==============================] - 0s 49ms/step 1/1 [==============================] - 0s 54ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 51ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 48ms/step 1/1 [==============================] - 0s 71ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 64ms/step 1/1 [==============================] - 0s 36ms/step
Epochs: 97
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4/4 [==============================] - 0s 8ms/step
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4/4 [==============================] - 0s 12ms/step
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4/4 [==============================] - 0s 9ms/step
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4/4 [==============================] - 0s 9ms/step
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4/4 [==============================] - 0s 12ms/step
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4/4 [==============================] - 0s 9ms/step
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4/4 [==============================] - 0s 11ms/step
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 12ms/step
100%|██████████| 273/273 [01:52<00:00, 2.42it/s]
Perdidas: 0.68048095703125 , 0.7266318798065186 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 40ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 37ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 39ms/step 1/1 [==============================] - 0s 44ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 64ms/step
Epochs: 98
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Perdidas: 0.6850253939628601 , 0.7342680096626282 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 57ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 27ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 28ms/step 1/1 [==============================] - 0s 47ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 30ms/step
Epochs: 99
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4/4 [==============================] - 0s 9ms/step
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4/4 [==============================] - 0s 7ms/step
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4/4 [==============================] - 0s 7ms/step
100%|██████████| 273/273 [01:52<00:00, 2.42it/s]
Perdidas: 0.6800307035446167 , 0.7274401187896729 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 50ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 35ms/step 1/1 [==============================] - 0s 32ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 36ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 34ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 30ms/step 1/1 [==============================] - 0s 50ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 43ms/step 1/1 [==============================] - 0s 31ms/step 1/1 [==============================] - 0s 33ms/step 1/1 [==============================] - 0s 29ms/step 1/1 [==============================] - 0s 28ms/step